Overview

An employee request is analyzed for intent and context, then routed to the required capability: enterprise knowledge, enterprise APIs, workflow execution, or multi-system orchestration. Retrieved context and action results are combined into a unified AI response that reduces the need to navigate multiple systems manually.

Give employees one intelligent interface to retrieve information, check data, initiate workflows, and complete routine tasks across enterprise systems. 

Executive Summary 

  • Client Situation: Employees had to navigate multiple systems to find information, retrieve records, check operational data, and complete routine tasks. 
  • Aptly Response: Aptly built an internal AI operations assistant that combined conversational AI, enterprise knowledge, approved APIs, workflow tools, role-based access, and audit logging. 
  • Results: Employees gained a single intelligent interface for routine operations, improving productivity and creating a reusable assistant model for other departments. 

Key Results
 

  • 60% of routine operational requests handled through a single AI interface
  • 45% reduction in manual steps across common workflows
  • 50% faster access to operational data and enterprise knowledge

Client
Fortune 500 Enterprise Services Company, Global Business

Industry
Enterprise Automation

Technologies

The Challenge

Bringing enterprise systems, organizational knowledge, and AI agents together in a single operational experience. Aptly engineered an internal AI operations assistant that gave employees a single conversational interface for finding information, checking operational data, initiating approved workflows, retrieving records, and performing routine actions. The system combines enterprise knowledge, APIs, workflow automation, access controls, audit logging, agent execution tracking, and cost monitoring. 

Our Solution

  • Reduced the need for employees to navigate multiple systems manually 
  • Improved access to operational knowledge and business data 
  • Enabled routine actions through controlled workflow automation 
  • Improved productivity for common internal service and operations tasks 
  • Established a reusable assistant pattern for additional departments 

Engineering Approach

Aptly designed the assistant around the daily operational tasks employees needed to complete across knowledge systems, business applications, and workflow tools. The agent classified intent, determined whether knowledge retrieval or system action was required, invoked approved APIs, and returned results in a single conversational experience. Security design emphasized role-based access, controlled tool use, validated actions, audit logging, and traceable execution.